HCY's repositories
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
cvxpy
A Python-embedded modeling language for convex optimization problems.
DAE4mulDOA
Fast DoA estimation of multiple targets using a Denoising Autoencoder and sparse arrays
Deep-Learning-Based-Radio-Signal-Classification
Final Project for AI Wireless
deepLearningBook-Notes
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
doatools.py
A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.
DTWSpeech
A simple application of DTW Algorithm in isolate word speech recognition.
emitter-detection-book
MATLAB code companion to Emitter Detection and Geolocation for Electronic Warfare (Artech House, 2019)
emitter-detection-python
This repository is a port of the MATLAB software companion to Emitter Detection and Geolocation for Electronic Warfare, by Nicholas A. O'Donoughue, Artech House, 2019.
gcc-nmf
Real-time GCC-NMF Blind Speech Separation and Enhancement
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
lihang-code
《统计学习方法》的代码实现
Microphone-sound-source-localization
:microphone: Microphone sound source localization by SRP-PHAT and others numerical methods.（基于SRP-PHAT的麦克风声源定位）
MUSIC-and-ESPRIT-Algorithms
This repository contains the implementations of the MUSIC and ESPRIT algorithms, which can be used for super-resolution spectral analysis.
PlatEMO
Evolutionary multi-objective optimization platform
pycraf
pycraf is a package that provides functions and procedures for various tasks in spectrum-management compatibility studies.
pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
scikit-learn-tips
:robot::zap: Daily scikit-learn tips
Seeing-Theory
A visual introduction to probability and statistics.
sktime
A unified framework for machine learning with time series
Sound_Localization_Algorithms
Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
TDOA-estimated-by-Kmeans
To estimate TDOA by Kmeans , and then use the LCMV-GSC to do speech enhancement or BSS.
tdoa-evaluation-rtlsdr
Matlab Scripts for Evaluation of a TDOA System based on RTL-SDRs
tftb
A Python module for time-frequency analysis
Transmitter-Localization
MATLAB simulator for comparing two collaborative algorithms for position and velocity estimation of a source of interference. Final Degree Project for Telecommunications Systems Engineering.
tutorial
Deeplearning Algorithms Tutorial